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Process-Guided Deep Learning Predictions of Lake Water Temperature 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Read, Jordan S.;  Jia, Xiaowei;  Willard, Jared;  Appling, Alison P.;  Zwart, Jacob A.;  Oliver, Samantha K.;  Karpatne, Anuj;  Hansen, Gretchen J. A.;  Hanson, Paul C.;  Watkins, William;  Steinbach, Michael;  Kumar, Vipin
收藏  |  浏览/下载：19/0  |  提交时间：2020/02/16
deep learning  lake modelling  temperature prediction  process-guided deep learning  theory-guided data science  data science  
Detecting Signals of Large-Scale Climate Phenomena in Discharge and Nutrient Loads in the Mississippi-Atchafalaya River Basin 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (7) : 3791-3801
作者:  Smits, A. P.;  Ruffing, C. M.;  Royer, T., V;  Appling, A. P.;  Griffiths, N. A.;  Bellmore, R.;  Scheuerell, M. D.;  Harms, T. K.;  Jones, J. B.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
nitrogen  phosphorous  multivariate autoregressive state space models  climate  time series analysis  rivers